bioRxivBiophysicsPreprint
Quantitative Susceptibility Mapping for Differentiating Hydroxyapatite and Calcium Oxalate Breast Calcifications at 3T: A Phantom Study
Klara MisakiD, Enrico De VitaiD, Chris A. ClarkiD, Matt T CashmoreiD, Simon Walker‐SamueliD
Abstract
Objective. Breast microcalcifications cannot be differentiated by composition on mammography, and 70 to 80% of those biopsied prove benign. Type I calcifications are calcium oxalate (CaOx) and associate with benign processes; Type II are hydroxyapatite (HA) and correlate with malignancy. This work assesses whether quantitative susceptibility mapping (QSM) can distinguish the two at 3 T, and how much of the susceptibility present it recovers. Approach. HA and CaOx granules were co-embedded in alginate phantoms in three formulations: undoped, adipose-matched and fibroglandular-matched. Four replicates per condition were imaged at 0.70 and 0.86 mm isotropic resolution. The reconstruction pipeline, including the choice of background field removal, was verified stage by stage against a digital twin of known susceptibility. R2* was evaluated from the same acquisition. Main results. In undoped alginate, HA was detected in all eight measurements and CaOx in none. Recovery of known susceptibility was 18.2%, lost mainly to partial volume rather than reconstruction. Simulation places the susceptibility of the CaOx granules below 0.05 ppm relative to the gel. R2* was elevated at both particle types, 4.5 times more for HA. Fifteen of 48 measurements were affected by air retained within the porous granules, which can invert the sign of the recovered susceptibility. Significance. In undoped alginate, susceptibility detects HA alone while R2* is elevated at both, so together they distinguish HA, CaOx and no particle from one acquisition. In simulation, the 50% detection diameter rises from 0.40 mm at 0.70 mm resolution to 1.07 mm at 1.50 mm, against a clinical range of 0.1 to 1.0 mm. Trapped air is detectable from the sign of the local field without reconstruction.
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Quantitative Molecular Imaging of Breast Microcalcification Composition using Photon-Counting Spectral Computed Tomography
T. E. Curtis, R. K. Roeder·bioRxiv·Sep 16, 2020
- A geometric anthropomorphic phantom for quantitative susceptibility mapping: accuracy and repeatability
Padriac Hooper, Jin Jin, … Markus Barth·bioRxiv·Sep 2, 2026
- Evaluation of phantom doping materials in quantitative susceptibility mapping
- Raman spectroscopy on microcalcifications reveals peculiar differences between male and female breast cancer
A. Caldarone, F. Piccotti, … F. Corsi·bioRxiv·Jan 12, 2021
- Characterization of calcifications in posterior horn of human meniscus using micro-computed tomography
Ville‐Pauli Karjalainen, Iida Hellberg, … Simo S. Saarakkala·Osteoarthritis and Cartilage OpenPeer-reviewed·May 16, 2026
- Nano-analytical Characterization of Breast Tissue Biopsies Reveals an Association between Spherical Nano and Micro Particles and Invasive Malignant Breast Tumours.
E. Tsolaki, W. Doran, … S. Bertazzo·bioRxiv·Apr 29, 2020